Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 195 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 48.7 KiB |
| Average record size in memory | 255.7 B |
Variable types
| NUM | 22 |
|---|---|
| CAT | 1 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-12-02 04:04:59.297940 |
|---|---|
| Analysis finished | 2020-12-02 04:06:11.582773 |
| Duration | 1 minute and 12.28 seconds |
| Version | pandas-profiling v2.7.1 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
name has a high cardinality: 195 distinct values | High cardinality |
MDVP:Jitter(Abs) is highly correlated with MDVP:Jitter(%) and 2 other fields | High correlation |
MDVP:Jitter(%) is highly correlated with MDVP:Jitter(Abs) and 4 other fields | High correlation |
MDVP:RAP is highly correlated with MDVP:Jitter(%) and 4 other fields | High correlation |
MDVP:PPQ is highly correlated with MDVP:Jitter(%) and 2 other fields | High correlation |
Jitter:DDP is highly correlated with MDVP:Jitter(%) and 4 other fields | High correlation |
MDVP:Shimmer(dB) is highly correlated with MDVP:Shimmer and 4 other fields | High correlation |
MDVP:Shimmer is highly correlated with MDVP:Shimmer(dB) and 4 other fields | High correlation |
Shimmer:APQ3 is highly correlated with MDVP:Shimmer and 3 other fields | High correlation |
Shimmer:APQ5 is highly correlated with MDVP:Shimmer and 4 other fields | High correlation |
MDVP:APQ is highly correlated with MDVP:Shimmer and 2 other fields | High correlation |
Shimmer:DDA is highly correlated with MDVP:Shimmer and 3 other fields | High correlation |
NHR is highly correlated with MDVP:Jitter(%) and 2 other fields | High correlation |
PPE is highly correlated with spread1 | High correlation |
spread1 is highly correlated with PPE | High correlation |
name is uniformly distributed | Uniform |
name has unique values | Unique |
MDVP:Fo(Hz) has unique values | Unique |
MDVP:Fhi(Hz) has unique values | Unique |
MDVP:Flo(Hz) has unique values | Unique |
HNR has unique values | Unique |
RPDE has unique values | Unique |
DFA has unique values | Unique |
spread1 has unique values | Unique |
D2 has unique values | Unique |
PPE has unique values | Unique |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| phon_R01_S08_4 | 1 |
|---|---|
| phon_R01_S05_6 | 1 |
| phon_R01_S33_2 | 1 |
| phon_R01_S08_2 | 1 |
| phon_R01_S05_3 | 1 |
| Other values (190) |
| Value | Count | Frequency (%) | |
| phon_R01_S08_4 | 1 | 0.5% | |
| phon_R01_S05_6 | 1 | 0.5% | |
| phon_R01_S33_2 | 1 | 0.5% | |
| phon_R01_S08_2 | 1 | 0.5% | |
| phon_R01_S05_3 | 1 | 0.5% | |
| phon_R01_S22_1 | 1 | 0.5% | |
| phon_R01_S25_6 | 1 | 0.5% | |
| phon_R01_S07_6 | 1 | 0.5% | |
| phon_R01_S06_1 | 1 | 0.5% | |
| phon_R01_S17_5 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
Length
| Max length | 14 |
|---|---|
| Mean length | 14 |
| Min length | 14 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 58.8% | |
| Lowercase_Letter | 4 | 23.5% | |
| Uppercase_Letter | 2 | 11.8% | |
| Connector_Punctuation | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| Common | 11 | 64.7% | |
| Latin | 6 | 35.3% |
| Value | Count | Frequency (%) | |
| ASCII | 17 | 100.0% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 154.22864102564102 |
|---|---|
| Minimum | 88.333 |
| Maximum | 260.105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 88.333 |
|---|---|
| 5-th percentile | 101.8791 |
| Q1 | 117.572 |
| median | 148.79 |
| Q3 | 182.769 |
| 95-th percentile | 236.5078 |
| Maximum | 260.105 |
| Range | 171.772 |
| Interquartile range (IQR) | 65.197 |
Descriptive statistics
| Standard deviation | 41.39006475 |
|---|---|
| Coefficient of variation (CV) | 0.2683682128 |
| Kurtosis | -0.6278981067 |
| Mean | 154.228641 |
| Median Absolute Deviation (MAD) | 31.786 |
| Skewness | 0.5917374637 |
| Sum | 30074.585 |
| Variance | 1713.13746 |
| Value | Count | Frequency (%) | |
| 128.451 | 1 | 0.5% | |
| 166.888 | 1 | 0.5% | |
| 138.19 | 1 | 0.5% | |
| 236.2 | 1 | 0.5% | |
| 122.4 | 1 | 0.5% | |
| 119.1 | 1 | 0.5% | |
| 115.322 | 1 | 0.5% | |
| 156.405 | 1 | 0.5% | |
| 152.845 | 1 | 0.5% | |
| 170.368 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 88.333 | 1 | 0.5% | |
| 91.904 | 1 | 0.5% | |
| 95.056 | 1 | 0.5% | |
| 95.385 | 1 | 0.5% | |
| 95.605 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 260.105 | 1 | 0.5% | |
| 252.455 | 1 | 0.5% | |
| 245.51 | 1 | 0.5% | |
| 244.99 | 1 | 0.5% | |
| 243.439 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.10491794871797 |
|---|---|
| Minimum | 102.145 |
| Maximum | 592.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 102.145 |
|---|---|
| 5-th percentile | 115.8188 |
| Q1 | 134.8625 |
| median | 175.829 |
| Q3 | 224.2055 |
| 95-th percentile | 410.6398 |
| Maximum | 592.03 |
| Range | 489.885 |
| Interquartile range (IQR) | 89.343 |
Descriptive statistics
| Standard deviation | 91.49154764 |
|---|---|
| Coefficient of variation (CV) | 0.4641768891 |
| Kurtosis | 7.627241212 |
| Mean | 197.1049179 |
| Median Absolute Deviation (MAD) | 42.485 |
| Skewness | 2.542145998 |
| Sum | 38435.459 |
| Variance | 8370.703289 |
| Value | Count | Frequency (%) | |
| 203.522 | 1 | 0.5% | |
| 102.145 | 1 | 0.5% | |
| 135.738 | 1 | 0.5% | |
| 192.735 | 1 | 0.5% | |
| 233.481 | 1 | 0.5% | |
| 244.663 | 1 | 0.5% | |
| 157.302 | 1 | 0.5% | |
| 268.796 | 1 | 0.5% | |
| 123.109 | 1 | 0.5% | |
| 119.167 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 102.145 | 1 | 0.5% | |
| 102.305 | 1 | 0.5% | |
| 107.715 | 1 | 0.5% | |
| 108.664 | 1 | 0.5% | |
| 110.019 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 592.03 | 1 | 0.5% | |
| 588.518 | 1 | 0.5% | |
| 586.567 | 1 | 0.5% | |
| 581.289 | 1 | 0.5% | |
| 565.74 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.32463076923077 |
|---|---|
| Minimum | 65.476 |
| Maximum | 239.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 65.476 |
|---|---|
| 5-th percentile | 68.9464 |
| Q1 | 84.291 |
| median | 104.315 |
| Q3 | 140.0185 |
| 95-th percentile | 220.1949 |
| Maximum | 239.17 |
| Range | 173.694 |
| Interquartile range (IQR) | 55.7275 |
Descriptive statistics
| Standard deviation | 43.52141318 |
|---|---|
| Coefficient of variation (CV) | 0.3741375571 |
| Kurtosis | 0.6546145211 |
| Mean | 116.3246308 |
| Median Absolute Deviation (MAD) | 23.678 |
| Skewness | 1.217350449 |
| Sum | 22683.303 |
| Variance | 1894.113405 |
| Value | Count | Frequency (%) | |
| 175.456 | 1 | 0.5% | |
| 106.821 | 1 | 0.5% | |
| 100.757 | 1 | 0.5% | |
| 68.401 | 1 | 0.5% | |
| 75.349 | 1 | 0.5% | |
| 118.604 | 1 | 0.5% | |
| 147.226 | 1 | 0.5% | |
| 164.168 | 1 | 0.5% | |
| 219.783 | 1 | 0.5% | |
| 76.596 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 65.476 | 1 | 0.5% | |
| 65.75 | 1 | 0.5% | |
| 65.782 | 1 | 0.5% | |
| 65.809 | 1 | 0.5% | |
| 66.004 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 239.17 | 1 | 0.5% | |
| 237.303 | 1 | 0.5% | |
| 232.483 | 1 | 0.5% | |
| 232.435 | 1 | 0.5% | |
| 231.848 | 1 | 0.5% |
| Distinct count | 173 |
|---|---|
| Unique (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006220461538461538 |
|---|---|
| Minimum | 0.00168 |
| Maximum | 0.03316 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00168 |
|---|---|
| 5-th percentile | 0.002211 |
| Q1 | 0.00346 |
| median | 0.00494 |
| Q3 | 0.007365 |
| 95-th percentile | 0.015561 |
| Maximum | 0.03316 |
| Range | 0.03148 |
| Interquartile range (IQR) | 0.003905 |
Descriptive statistics
| Standard deviation | 0.004848133693 |
|---|---|
| Coefficient of variation (CV) | 0.7793848837 |
| Kurtosis | 12.03093928 |
| Mean | 0.006220461538 |
| Median Absolute Deviation (MAD) | 0.0018 |
| Skewness | 3.084946201 |
| Sum | 1.21299 |
| Variance | 2.35044003e-05 |
| Value | Count | Frequency (%) | |
| 0.00369 | 3 | 1.5% | |
| 0.00694 | 3 | 1.5% | |
| 0.00742 | 3 | 1.5% | |
| 0.00298 | 2 | 1.0% | |
| 0.00494 | 2 | 1.0% | |
| 0.00968 | 2 | 1.0% | |
| 0.00451 | 2 | 1.0% | |
| 0.00314 | 2 | 1.0% | |
| 0.00346 | 2 | 1.0% | |
| 0.00496 | 2 | 1.0% | |
| Other values (163) | 172 | 88.2% |
| Value | Count | Frequency (%) | |
| 0.00168 | 1 | 0.5% | |
| 0.00174 | 1 | 0.5% | |
| 0.00178 | 1 | 0.5% | |
| 0.0018 | 1 | 0.5% | |
| 0.00183 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.03316 | 1 | 0.5% | |
| 0.03107 | 1 | 0.5% | |
| 0.03011 | 1 | 0.5% | |
| 0.02714 | 1 | 0.5% | |
| 0.01936 | 1 | 0.5% |
| Distinct count | 19 |
|---|---|
| Unique (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.395897435897436e-05 |
|---|---|
| Minimum | 7.000000000000001e-06 |
| Maximum | 0.00026000000000000003 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 7e-06 |
|---|---|
| 5-th percentile | 1e-05 |
| Q1 | 2e-05 |
| median | 3e-05 |
| Q3 | 6e-05 |
| 95-th percentile | 0.0001 |
| Maximum | 0.00026 |
| Range | 0.000253 |
| Interquartile range (IQR) | 4e-05 |
Descriptive statistics
| Standard deviation | 3.48219086e-05 |
|---|---|
| Coefficient of variation (CV) | 0.7921456109 |
| Kurtosis | 10.86904252 |
| Mean | 4.395897436e-05 |
| Median Absolute Deviation (MAD) | 1e-05 |
| Skewness | 2.649071417 |
| Sum | 0.008572 |
| Variance | 1.212565319e-09 |
| Value | Count | Frequency (%) | |
| 3e-05 | 46 | 23.6% | |
| 2e-05 | 28 | 14.4% | |
| 4e-05 | 28 | 14.4% | |
| 1e-05 | 20 | 10.3% | |
| 5e-05 | 17 | 8.7% | |
| 6e-05 | 16 | 8.2% | |
| 8e-05 | 9 | 4.6% | |
| 7e-05 | 8 | 4.1% | |
| 9e-06 | 5 | 2.6% | |
| 9e-05 | 5 | 2.6% | |
| Other values (9) | 13 | 6.7% |
| Value | Count | Frequency (%) | |
| 7e-06 | 1 | 0.5% | |
| 9e-06 | 5 | 2.6% | |
| 1e-05 | 20 | 10.3% | |
| 2e-05 | 28 | 14.4% | |
| 3e-05 | 46 | 23.6% |
| Value | Count | Frequency (%) | |
| 0.00026 | 1 | 0.5% | |
| 0.00022 | 1 | 0.5% | |
| 0.00016 | 1 | 0.5% | |
| 0.00015 | 2 | 1.0% | |
| 0.00014 | 1 | 0.5% |
| Distinct count | 155 |
|---|---|
| Unique (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003306410256410257 |
|---|---|
| Minimum | 0.0006799999999999999 |
| Maximum | 0.02144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00068 |
|---|---|
| 5-th percentile | 0.001118 |
| Q1 | 0.00166 |
| median | 0.0025 |
| Q3 | 0.003835 |
| 95-th percentile | 0.008756 |
| Maximum | 0.02144 |
| Range | 0.02076 |
| Interquartile range (IQR) | 0.002175 |
Descriptive statistics
| Standard deviation | 0.002967774416 |
|---|---|
| Coefficient of variation (CV) | 0.8975820258 |
| Kurtosis | 14.21379772 |
| Mean | 0.003306410256 |
| Median Absolute Deviation (MAD) | 0.00098 |
| Skewness | 3.36070845 |
| Sum | 0.64475 |
| Variance | 8.807684985e-06 |
| Value | Count | Frequency (%) | |
| 0.00169 | 5 | 2.6% | |
| 0.00165 | 3 | 1.5% | |
| 0.00428 | 3 | 1.5% | |
| 0.00157 | 3 | 1.5% | |
| 0.00134 | 3 | 1.5% | |
| 0.0025 | 3 | 1.5% | |
| 0.0022 | 2 | 1.0% | |
| 0.00214 | 2 | 1.0% | |
| 0.00205 | 2 | 1.0% | |
| 0.00299 | 2 | 1.0% | |
| Other values (145) | 167 | 85.6% |
| Value | Count | Frequency (%) | |
| 0.00068 | 1 | 0.5% | |
| 0.00075 | 1 | 0.5% | |
| 0.00076 | 1 | 0.5% | |
| 0.00092 | 1 | 0.5% | |
| 0.00093 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.02144 | 1 | 0.5% | |
| 0.01854 | 1 | 0.5% | |
| 0.018 | 1 | 0.5% | |
| 0.01568 | 1 | 0.5% | |
| 0.01159 | 1 | 0.5% |
| Distinct count | 165 |
|---|---|
| Unique (%) | 84.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003446358974358974 |
|---|---|
| Minimum | 0.0009199999999999999 |
| Maximum | 0.01958 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00092 |
|---|---|
| 5-th percentile | 0.001315 |
| Q1 | 0.00186 |
| median | 0.00269 |
| Q3 | 0.003955 |
| 95-th percentile | 0.009083 |
| Maximum | 0.01958 |
| Range | 0.01866 |
| Interquartile range (IQR) | 0.002095 |
Descriptive statistics
| Standard deviation | 0.002758976647 |
|---|---|
| Coefficient of variation (CV) | 0.8005482503 |
| Kurtosis | 11.96392212 |
| Mean | 0.003446358974 |
| Median Absolute Deviation (MAD) | 0.00094 |
| Skewness | 3.073892458 |
| Sum | 0.67204 |
| Variance | 7.611952139e-06 |
| Value | Count | Frequency (%) | |
| 0.00332 | 4 | 2.1% | |
| 0.00182 | 3 | 1.5% | |
| 0.00203 | 3 | 1.5% | |
| 0.00283 | 3 | 1.5% | |
| 0.00339 | 2 | 1.0% | |
| 0.00184 | 2 | 1.0% | |
| 0.00153 | 2 | 1.0% | |
| 0.00135 | 2 | 1.0% | |
| 0.00186 | 2 | 1.0% | |
| 0.0039 | 2 | 1.0% | |
| Other values (155) | 170 | 87.2% |
| Value | Count | Frequency (%) | |
| 0.00092 | 1 | 0.5% | |
| 0.00096 | 1 | 0.5% | |
| 0.001 | 1 | 0.5% | |
| 0.00106 | 1 | 0.5% | |
| 0.00107 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.01958 | 1 | 0.5% | |
| 0.01699 | 1 | 0.5% | |
| 0.01628 | 1 | 0.5% | |
| 0.01522 | 1 | 0.5% | |
| 0.01154 | 1 | 0.5% |
| Distinct count | 180 |
|---|---|
| Unique (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009919948717948717 |
|---|---|
| Minimum | 0.0020399999999999997 |
| Maximum | 0.06433 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00204 |
|---|---|
| 5-th percentile | 0.003354 |
| Q1 | 0.004985 |
| median | 0.00749 |
| Q3 | 0.011505 |
| 95-th percentile | 0.026271 |
| Maximum | 0.06433 |
| Range | 0.06229 |
| Interquartile range (IQR) | 0.00652 |
Descriptive statistics
| Standard deviation | 0.008903344356 |
|---|---|
| Coefficient of variation (CV) | 0.8975191918 |
| Kurtosis | 14.22476191 |
| Mean | 0.009919948718 |
| Median Absolute Deviation (MAD) | 0.00293 |
| Skewness | 3.362058448 |
| Sum | 1.93439 |
| Variance | 7.926954072e-05 |
| Value | Count | Frequency (%) | |
| 0.00507 | 3 | 1.5% | |
| 0.00994 | 2 | 1.0% | |
| 0.00873 | 2 | 1.0% | |
| 0.0078 | 2 | 1.0% | |
| 0.00616 | 2 | 1.0% | |
| 0.00496 | 2 | 1.0% | |
| 0.00696 | 2 | 1.0% | |
| 0.00504 | 2 | 1.0% | |
| 0.00731 | 2 | 1.0% | |
| 0.01109 | 2 | 1.0% | |
| Other values (170) | 174 | 89.2% |
| Value | Count | Frequency (%) | |
| 0.00204 | 1 | 0.5% | |
| 0.00225 | 1 | 0.5% | |
| 0.00229 | 1 | 0.5% | |
| 0.00276 | 1 | 0.5% | |
| 0.00278 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.06433 | 1 | 0.5% | |
| 0.05563 | 1 | 0.5% | |
| 0.05401 | 1 | 0.5% | |
| 0.04705 | 1 | 0.5% | |
| 0.03476 | 1 | 0.5% |
| Distinct count | 188 |
|---|---|
| Unique (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0297091282051282 |
|---|---|
| Minimum | 0.00954 |
| Maximum | 0.11907999999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00954 |
|---|---|
| 5-th percentile | 0.011211 |
| Q1 | 0.016505 |
| median | 0.02297 |
| Q3 | 0.037885 |
| 95-th percentile | 0.067256 |
| Maximum | 0.11908 |
| Range | 0.10954 |
| Interquartile range (IQR) | 0.02138 |
Descriptive statistics
| Standard deviation | 0.01885693186 |
|---|---|
| Coefficient of variation (CV) | 0.6347184518 |
| Kurtosis | 3.238308111 |
| Mean | 0.02970912821 |
| Median Absolute Deviation (MAD) | 0.00839 |
| Skewness | 1.66648041 |
| Sum | 5.79328 |
| Variance | 0.0003555838791 |
| Value | Count | Frequency (%) | |
| 0.03273 | 2 | 1.0% | |
| 0.01608 | 2 | 1.0% | |
| 0.02293 | 2 | 1.0% | |
| 0.01503 | 2 | 1.0% | |
| 0.02448 | 2 | 1.0% | |
| 0.0145 | 2 | 1.0% | |
| 0.01725 | 2 | 1.0% | |
| 0.0664 | 1 | 0.5% | |
| 0.01169 | 1 | 0.5% | |
| 0.03198 | 1 | 0.5% | |
| Other values (178) | 178 | 91.3% |
| Value | Count | Frequency (%) | |
| 0.00954 | 1 | 0.5% | |
| 0.00958 | 1 | 0.5% | |
| 0.01015 | 1 | 0.5% | |
| 0.01022 | 1 | 0.5% | |
| 0.01024 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.11908 | 1 | 0.5% | |
| 0.09419 | 1 | 0.5% | |
| 0.09178 | 1 | 0.5% | |
| 0.08684 | 1 | 0.5% | |
| 0.08143 | 1 | 0.5% |
| Distinct count | 149 |
|---|---|
| Unique (%) | 76.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2822512820512821 |
|---|---|
| Minimum | 0.085 |
| Maximum | 1.302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.085 |
|---|---|
| 5-th percentile | 0.1018 |
| Q1 | 0.1485 |
| median | 0.221 |
| Q3 | 0.35 |
| 95-th percentile | 0.6527 |
| Maximum | 1.302 |
| Range | 1.217 |
| Interquartile range (IQR) | 0.2015 |
Descriptive statistics
| Standard deviation | 0.1948772901 |
|---|---|
| Coefficient of variation (CV) | 0.6904389898 |
| Kurtosis | 5.12819251 |
| Mean | 0.2822512821 |
| Median Absolute Deviation (MAD) | 0.086 |
| Skewness | 1.999388639 |
| Sum | 55.039 |
| Variance | 0.03797715818 |
| Value | Count | Frequency (%) | |
| 0.154 | 5 | 2.6% | |
| 0.197 | 4 | 2.1% | |
| 0.255 | 3 | 1.5% | |
| 0.129 | 3 | 1.5% | |
| 0.307 | 3 | 1.5% | |
| 0.126 | 3 | 1.5% | |
| 0.155 | 3 | 1.5% | |
| 0.145 | 3 | 1.5% | |
| 0.085 | 2 | 1.0% | |
| 0.35 | 2 | 1.0% | |
| Other values (139) | 164 | 84.1% |
| Value | Count | Frequency (%) | |
| 0.085 | 2 | 1.0% | |
| 0.089 | 1 | 0.5% | |
| 0.09 | 1 | 0.5% | |
| 0.093 | 1 | 0.5% | |
| 0.094 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1.302 | 1 | 0.5% | |
| 1.018 | 1 | 0.5% | |
| 0.93 | 1 | 0.5% | |
| 0.891 | 1 | 0.5% | |
| 0.833 | 1 | 0.5% |
| Distinct count | 184 |
|---|---|
| Unique (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.015664153846153845 |
|---|---|
| Minimum | 0.00455 |
| Maximum | 0.056470000000000006 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00455 |
|---|---|
| 5-th percentile | 0.005368 |
| Q1 | 0.008245 |
| median | 0.01279 |
| Q3 | 0.020265 |
| 95-th percentile | 0.036227 |
| Maximum | 0.05647 |
| Range | 0.05192 |
| Interquartile range (IQR) | 0.01202 |
Descriptive statistics
| Standard deviation | 0.0101531616 |
|---|---|
| Coefficient of variation (CV) | 0.6481781075 |
| Kurtosis | 2.72015164 |
| Mean | 0.01566415385 |
| Median Absolute Deviation (MAD) | 0.0051 |
| Skewness | 1.58057638 |
| Sum | 3.05451 |
| Variance | 0.0001030866904 |
| Value | Count | Frequency (%) | |
| 0.00469 | 2 | 1.0% | |
| 0.01277 | 2 | 1.0% | |
| 0.01441 | 2 | 1.0% | |
| 0.01579 | 2 | 1.0% | |
| 0.00829 | 2 | 1.0% | |
| 0.00633 | 2 | 1.0% | |
| 0.00522 | 2 | 1.0% | |
| 0.01484 | 2 | 1.0% | |
| 0.01284 | 2 | 1.0% | |
| 0.00769 | 2 | 1.0% | |
| Other values (174) | 175 | 89.7% |
| Value | Count | Frequency (%) | |
| 0.00455 | 1 | 0.5% | |
| 0.00468 | 1 | 0.5% | |
| 0.00469 | 2 | 1.0% | |
| 0.00476 | 1 | 0.5% | |
| 0.0049 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.05647 | 1 | 0.5% | |
| 0.05551 | 1 | 0.5% | |
| 0.05358 | 1 | 0.5% | |
| 0.04421 | 1 | 0.5% | |
| 0.04284 | 1 | 0.5% |
| Distinct count | 189 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.017878256410256407 |
|---|---|
| Minimum | 0.0057 |
| Maximum | 0.0794 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.0057 |
|---|---|
| 5-th percentile | 0.006383 |
| Q1 | 0.00958 |
| median | 0.01347 |
| Q3 | 0.02238 |
| 95-th percentile | 0.042701 |
| Maximum | 0.0794 |
| Range | 0.0737 |
| Interquartile range (IQR) | 0.0128 |
Descriptive statistics
| Standard deviation | 0.01202370554 |
|---|---|
| Coefficient of variation (CV) | 0.6725323355 |
| Kurtosis | 3.874209652 |
| Mean | 0.01787825641 |
| Median Absolute Deviation (MAD) | 0.00468 |
| Skewness | 1.798697067 |
| Sum | 3.48626 |
| Variance | 0.0001445694949 |
| Value | Count | Frequency (%) | |
| 0.00972 | 2 | 1.0% | |
| 0.0116 | 2 | 1.0% | |
| 0.00747 | 2 | 1.0% | |
| 0.01144 | 2 | 1.0% | |
| 0.01219 | 2 | 1.0% | |
| 0.01024 | 2 | 1.0% | |
| 0.01342 | 1 | 0.5% | |
| 0.04825 | 1 | 0.5% | |
| 0.03858 | 1 | 0.5% | |
| 0.0313 | 1 | 0.5% | |
| Other values (179) | 179 | 91.8% |
| Value | Count | Frequency (%) | |
| 0.0057 | 1 | 0.5% | |
| 0.00576 | 1 | 0.5% | |
| 0.00582 | 1 | 0.5% | |
| 0.00588 | 1 | 0.5% | |
| 0.00606 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.0794 | 1 | 0.5% | |
| 0.05556 | 1 | 0.5% | |
| 0.05426 | 1 | 0.5% | |
| 0.05005 | 1 | 0.5% | |
| 0.04962 | 1 | 0.5% |
| Distinct count | 189 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02408148717948718 |
|---|---|
| Minimum | 0.00719 |
| Maximum | 0.13777999999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00719 |
|---|---|
| 5-th percentile | 0.009114 |
| Q1 | 0.01308 |
| median | 0.01826 |
| Q3 | 0.0294 |
| 95-th percentile | 0.057718 |
| Maximum | 0.13778 |
| Range | 0.13059 |
| Interquartile range (IQR) | 0.01632 |
Descriptive statistics
| Standard deviation | 0.01694673625 |
|---|---|
| Coefficient of variation (CV) | 0.7037246546 |
| Kurtosis | 11.16328838 |
| Mean | 0.02408148718 |
| Median Absolute Deviation (MAD) | 0.00636 |
| Skewness | 2.618046502 |
| Sum | 4.69589 |
| Variance | 0.0002871918694 |
| Value | Count | Frequency (%) | |
| 0.01234 | 2 | 1.0% | |
| 0.01491 | 2 | 1.0% | |
| 0.00903 | 2 | 1.0% | |
| 0.03772 | 2 | 1.0% | |
| 0.0114 | 2 | 1.0% | |
| 0.01133 | 2 | 1.0% | |
| 0.02067 | 1 | 0.5% | |
| 0.03736 | 1 | 0.5% | |
| 0.02571 | 1 | 0.5% | |
| 0.0086 | 1 | 0.5% | |
| Other values (179) | 179 | 91.8% |
| Value | Count | Frequency (%) | |
| 0.00719 | 1 | 0.5% | |
| 0.00726 | 1 | 0.5% | |
| 0.00762 | 1 | 0.5% | |
| 0.00802 | 1 | 0.5% | |
| 0.00811 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.13778 | 1 | 0.5% | |
| 0.08808 | 1 | 0.5% | |
| 0.08318 | 1 | 0.5% | |
| 0.06824 | 1 | 0.5% | |
| 0.0646 | 1 | 0.5% |
| Distinct count | 189 |
|---|---|
| Unique (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04699261538461539 |
|---|---|
| Minimum | 0.013640000000000001 |
| Maximum | 0.16942000000000002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.01364 |
|---|---|
| 5-th percentile | 0.016107 |
| Q1 | 0.024735 |
| median | 0.03836 |
| Q3 | 0.060795 |
| 95-th percentile | 0.108678 |
| Maximum | 0.16942 |
| Range | 0.15578 |
| Interquartile range (IQR) | 0.03606 |
Descriptive statistics
| Standard deviation | 0.03045911943 |
|---|---|
| Coefficient of variation (CV) | 0.6481682107 |
| Kurtosis | 2.720661344 |
| Mean | 0.04699261538 |
| Median Absolute Deviation (MAD) | 0.01529 |
| Skewness | 1.580617994 |
| Sum | 9.16356 |
| Variance | 0.0009277579565 |
| Value | Count | Frequency (%) | |
| 0.02184 | 2 | 1.0% | |
| 0.04451 | 2 | 1.0% | |
| 0.01567 | 2 | 1.0% | |
| 0.01898 | 2 | 1.0% | |
| 0.04736 | 2 | 1.0% | |
| 0.03831 | 2 | 1.0% | |
| 0.11411 | 1 | 0.5% | |
| 0.02001 | 1 | 0.5% | |
| 0.0532 | 1 | 0.5% | |
| 0.04324 | 1 | 0.5% | |
| Other values (179) | 179 | 91.8% |
| Value | Count | Frequency (%) | |
| 0.01364 | 1 | 0.5% | |
| 0.01403 | 1 | 0.5% | |
| 0.01406 | 1 | 0.5% | |
| 0.01407 | 1 | 0.5% | |
| 0.01428 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.16942 | 1 | 0.5% | |
| 0.16654 | 1 | 0.5% | |
| 0.16074 | 1 | 0.5% | |
| 0.13262 | 1 | 0.5% | |
| 0.12851 | 1 | 0.5% |
| Distinct count | 185 |
|---|---|
| Unique (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02484707692307692 |
|---|---|
| Minimum | 0.00065 |
| Maximum | 0.31482 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.00065 |
|---|---|
| 5-th percentile | 0.002528 |
| Q1 | 0.005925 |
| median | 0.01166 |
| Q3 | 0.02564 |
| 95-th percentile | 0.092044 |
| Maximum | 0.31482 |
| Range | 0.31417 |
| Interquartile range (IQR) | 0.019715 |
Descriptive statistics
| Standard deviation | 0.04041844856 |
|---|---|
| Coefficient of variation (CV) | 1.626688269 |
| Kurtosis | 21.99497411 |
| Mean | 0.02484707692 |
| Median Absolute Deviation (MAD) | 0.0069 |
| Skewness | 4.220709129 |
| Sum | 4.84518 |
| Variance | 0.001633650984 |
| Value | Count | Frequency (%) | |
| 0.00231 | 2 | 1.0% | |
| 0.01049 | 2 | 1.0% | |
| 0.00476 | 2 | 1.0% | |
| 0.0042 | 2 | 1.0% | |
| 0.0062 | 2 | 1.0% | |
| 0.00839 | 2 | 1.0% | |
| 0.00681 | 2 | 1.0% | |
| 0.0034 | 2 | 1.0% | |
| 0.00479 | 2 | 1.0% | |
| 0.07223 | 2 | 1.0% | |
| Other values (175) | 175 | 89.7% |
| Value | Count | Frequency (%) | |
| 0.00065 | 1 | 0.5% | |
| 0.00072 | 1 | 0.5% | |
| 0.00119 | 1 | 0.5% | |
| 0.00135 | 1 | 0.5% | |
| 0.00167 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.31482 | 1 | 0.5% | |
| 0.2593 | 1 | 0.5% | |
| 0.21713 | 1 | 0.5% | |
| 0.16744 | 1 | 0.5% | |
| 0.16265 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.885974358974355 |
|---|---|
| Minimum | 8.441 |
| Maximum | 33.047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 8.441 |
|---|---|
| 5-th percentile | 13.4838 |
| Q1 | 19.198 |
| median | 22.085 |
| Q3 | 25.0755 |
| 95-th percentile | 26.9742 |
| Maximum | 33.047 |
| Range | 24.606 |
| Interquartile range (IQR) | 5.8775 |
Descriptive statistics
| Standard deviation | 4.425764269 |
|---|---|
| Coefficient of variation (CV) | 0.202219202 |
| Kurtosis | 0.6160358344 |
| Mean | 21.88597436 |
| Median Absolute Deviation (MAD) | 2.945 |
| Skewness | -0.5143174976 |
| Sum | 4267.765 |
| Variance | 19.58738937 |
| Value | Count | Frequency (%) | |
| 21.534 | 1 | 0.5% | |
| 23.37 | 1 | 0.5% | |
| 22.431 | 1 | 0.5% | |
| 15.648 | 1 | 0.5% | |
| 18.447 | 1 | 0.5% | |
| 24.775 | 1 | 0.5% | |
| 19.013 | 1 | 0.5% | |
| 18.954 | 1 | 0.5% | |
| 30.775 | 1 | 0.5% | |
| 23.671 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 8.441 | 1 | 0.5% | |
| 8.867 | 1 | 0.5% | |
| 9.449 | 1 | 0.5% | |
| 10.489 | 1 | 0.5% | |
| 11.744 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 33.047 | 1 | 0.5% | |
| 32.684 | 1 | 0.5% | |
| 31.732 | 1 | 0.5% | |
| 30.94 | 1 | 0.5% | |
| 30.775 | 1 | 0.5% |
status
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 147 | 75.4% | |
| 0 | 48 | 24.6% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4985355384615385 |
|---|---|
| Minimum | 0.25656999999999996 |
| Maximum | 0.6851510000000001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.25657 |
|---|---|
| 5-th percentile | 0.3309287 |
| Q1 | 0.421306 |
| median | 0.495954 |
| Q3 | 0.5875625 |
| 95-th percentile | 0.6532203 |
| Maximum | 0.685151 |
| Range | 0.428581 |
| Interquartile range (IQR) | 0.1662565 |
Descriptive statistics
| Standard deviation | 0.1039417141 |
|---|---|
| Coefficient of variation (CV) | 0.2084940914 |
| Kurtosis | -0.9217809778 |
| Mean | 0.4985355385 |
| Median Absolute Deviation (MAD) | 0.082659 |
| Skewness | -0.1434024138 |
| Sum | 97.21443 |
| Variance | 0.01080387994 |
| Value | Count | Frequency (%) | |
| 0.530529 | 1 | 0.5% | |
| 0.589956 | 1 | 0.5% | |
| 0.653139 | 1 | 0.5% | |
| 0.611679 | 1 | 0.5% | |
| 0.541781 | 1 | 0.5% | |
| 0.482296 | 1 | 0.5% | |
| 0.583574 | 1 | 0.5% | |
| 0.606344 | 1 | 0.5% | |
| 0.460139 | 1 | 0.5% | |
| 0.599371 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.25657 | 1 | 0.5% | |
| 0.263654 | 1 | 0.5% | |
| 0.27685 | 1 | 0.5% | |
| 0.296888 | 1 | 0.5% | |
| 0.305062 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.685151 | 1 | 0.5% | |
| 0.677131 | 1 | 0.5% | |
| 0.671378 | 1 | 0.5% | |
| 0.671299 | 1 | 0.5% | |
| 0.665318 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7180990461538461 |
|---|---|
| Minimum | 0.574282 |
| Maximum | 0.8252879999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.574282 |
|---|---|
| 5-th percentile | 0.6323376 |
| Q1 | 0.6747575 |
| median | 0.722254 |
| Q3 | 0.7618815 |
| 95-th percentile | 0.8160376 |
| Maximum | 0.825288 |
| Range | 0.251006 |
| Interquartile range (IQR) | 0.087124 |
Descriptive statistics
| Standard deviation | 0.05533583035 |
|---|---|
| Coefficient of variation (CV) | 0.07705877155 |
| Kurtosis | -0.6861518493 |
| Mean | 0.7180990462 |
| Median Absolute Deviation (MAD) | 0.043369 |
| Skewness | -0.03321366071 |
| Sum | 140.029314 |
| Variance | 0.00306205412 |
| Value | Count | Frequency (%) | |
| 0.790117 | 1 | 0.5% | |
| 0.721308 | 1 | 0.5% | |
| 0.690892 | 1 | 0.5% | |
| 0.776156 | 1 | 0.5% | |
| 0.646818 | 1 | 0.5% | |
| 0.762726 | 1 | 0.5% | |
| 0.673636 | 1 | 0.5% | |
| 0.643956 | 1 | 0.5% | |
| 0.708144 | 1 | 0.5% | |
| 0.756482 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.574282 | 1 | 0.5% | |
| 0.58271 | 1 | 0.5% | |
| 0.605417 | 1 | 0.5% | |
| 0.623731 | 1 | 0.5% | |
| 0.62671 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.825288 | 1 | 0.5% | |
| 0.825069 | 1 | 0.5% | |
| 0.823484 | 1 | 0.5% | |
| 0.821364 | 1 | 0.5% | |
| 0.819521 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.684396743589745 |
|---|---|
| Minimum | -7.964983999999999 |
| Maximum | -2.434031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -7.964984 |
|---|---|
| 5-th percentile | -7.306315 |
| Q1 | -6.450096 |
| median | -5.720868 |
| Q3 | -5.046192 |
| 95-th percentile | -3.7336141 |
| Maximum | -2.434031 |
| Range | 5.530953 |
| Interquartile range (IQR) | 1.403904 |
Descriptive statistics
| Standard deviation | 1.090207764 |
|---|---|
| Coefficient of variation (CV) | -0.1917895272 |
| Kurtosis | -0.05019918161 |
| Mean | -5.684396744 |
| Median Absolute Deviation (MAD) | 0.71853 |
| Skewness | 0.432138932 |
| Sum | -1108.457365 |
| Variance | 1.188552968 |
| Value | Count | Frequency (%) | |
| -7.169701 | 1 | 0.5% | |
| -5.340115 | 1 | 0.5% | |
| -5.585259 | 1 | 0.5% | |
| -4.508984 | 1 | 0.5% | |
| -5.410336 | 1 | 0.5% | |
| -7.695734 | 1 | 0.5% | |
| -6.323531 | 1 | 0.5% | |
| -6.934474 | 1 | 0.5% | |
| -4.796845 | 1 | 0.5% | |
| -5.283009 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| -7.964984 | 1 | 0.5% | |
| -7.777685 | 1 | 0.5% | |
| -7.695734 | 1 | 0.5% | |
| -7.682587 | 1 | 0.5% | |
| -7.517934 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| -2.434031 | 1 | 0.5% | |
| -2.839756 | 1 | 0.5% | |
| -2.929379 | 1 | 0.5% | |
| -2.93107 | 1 | 0.5% | |
| -3.269487 | 1 | 0.5% |
spread2
Real number (ℝ≥0)
| Distinct count | 194 |
|---|---|
| Unique (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22651034871794873 |
|---|---|
| Minimum | 0.006274 |
| Maximum | 0.45049300000000003 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.006274 |
|---|---|
| 5-th percentile | 0.0888389 |
| Q1 | 0.1743505 |
| median | 0.218885 |
| Q3 | 0.279234 |
| 95-th percentile | 0.3731391 |
| Maximum | 0.450493 |
| Range | 0.444219 |
| Interquartile range (IQR) | 0.1048835 |
Descriptive statistics
| Standard deviation | 0.08340576262 |
|---|---|
| Coefficient of variation (CV) | 0.3682205387 |
| Kurtosis | -0.08302289328 |
| Mean | 0.2265103487 |
| Median Absolute Deviation (MAD) | 0.048702 |
| Skewness | 0.1444304855 |
| Sum | 44.169518 |
| Variance | 0.006956521238 |
| Value | Count | Frequency (%) | |
| 0.210279 | 2 | 1.0% | |
| 0.14478 | 1 | 0.5% | |
| 0.230532 | 1 | 0.5% | |
| 0.158266 | 1 | 0.5% | |
| 0.389232 | 1 | 0.5% | |
| 0.24275 | 1 | 0.5% | |
| 0.242861 | 1 | 0.5% | |
| 0.22685 | 1 | 0.5% | |
| 0.018689 | 1 | 0.5% | |
| 0.155097 | 1 | 0.5% | |
| Other values (184) | 184 | 94.4% |
| Value | Count | Frequency (%) | |
| 0.006274 | 1 | 0.5% | |
| 0.018689 | 1 | 0.5% | |
| 0.056844 | 1 | 0.5% | |
| 0.063412 | 1 | 0.5% | |
| 0.066994 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.450493 | 1 | 0.5% | |
| 0.434326 | 1 | 0.5% | |
| 0.414758 | 1 | 0.5% | |
| 0.397749 | 1 | 0.5% | |
| 0.396746 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3818260871794874 |
|---|---|
| Minimum | 1.4232870000000002 |
| Maximum | 3.671155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1.423287 |
|---|---|
| 5-th percentile | 1.8487408 |
| Q1 | 2.0991255 |
| median | 2.361532 |
| Q3 | 2.636456 |
| 95-th percentile | 3.0849315 |
| Maximum | 3.671155 |
| Range | 2.247868 |
| Interquartile range (IQR) | 0.5373305 |
Descriptive statistics
| Standard deviation | 0.3827990465 |
|---|---|
| Coefficient of variation (CV) | 0.1607166235 |
| Kurtosis | 0.2203341048 |
| Mean | 2.381826087 |
| Median Absolute Deviation (MAD) | 0.271094 |
| Skewness | 0.4303838913 |
| Sum | 464.456087 |
| Variance | 0.14653511 |
| Value | Count | Frequency (%) | |
| 1.852402 | 1 | 0.5% | |
| 1.862092 | 1 | 0.5% | |
| 2.408689 | 1 | 0.5% | |
| 1.881767 | 1 | 0.5% | |
| 2.103106 | 1 | 0.5% | |
| 3.13655 | 1 | 0.5% | |
| 2.129924 | 1 | 0.5% | |
| 2.235197 | 1 | 0.5% | |
| 2.027228 | 1 | 0.5% | |
| 2.449763 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 1.423287 | 1 | 0.5% | |
| 1.512275 | 1 | 0.5% | |
| 1.544609 | 1 | 0.5% | |
| 1.743867 | 1 | 0.5% | |
| 1.765957 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 3.671155 | 1 | 0.5% | |
| 3.413649 | 1 | 0.5% | |
| 3.317586 | 1 | 0.5% | |
| 3.274865 | 1 | 0.5% | |
| 3.184027 | 1 | 0.5% |
| Distinct count | 195 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20655164102564103 |
|---|---|
| Minimum | 0.044538999999999995 |
| Maximum | 0.527367 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0.044539 |
|---|---|
| 5-th percentile | 0.0915866 |
| Q1 | 0.137451 |
| median | 0.194052 |
| Q3 | 0.25298 |
| 95-th percentile | 0.3695708 |
| Maximum | 0.527367 |
| Range | 0.482828 |
| Interquartile range (IQR) | 0.115529 |
Descriptive statistics
| Standard deviation | 0.09011932248 |
|---|---|
| Coefficient of variation (CV) | 0.4363040741 |
| Kurtosis | 0.5283349473 |
| Mean | 0.206551641 |
| Median Absolute Deviation (MAD) | 0.058352 |
| Skewness | 0.7974910716 |
| Sum | 40.27757 |
| Variance | 0.008121492285 |
| Value | Count | Frequency (%) | |
| 0.177807 | 1 | 0.5% | |
| 0.160809 | 1 | 0.5% | |
| 0.357775 | 1 | 0.5% | |
| 0.3167 | 1 | 0.5% | |
| 0.274407 | 1 | 0.5% | |
| 0.189032 | 1 | 0.5% | |
| 0.09632 | 1 | 0.5% | |
| 0.086398 | 1 | 0.5% | |
| 0.184067 | 1 | 0.5% | |
| 0.209863 | 1 | 0.5% | |
| Other values (185) | 185 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.044539 | 1 | 0.5% | |
| 0.056141 | 1 | 0.5% | |
| 0.05761 | 1 | 0.5% | |
| 0.068501 | 1 | 0.5% | |
| 0.073581 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.527367 | 1 | 0.5% | |
| 0.457533 | 1 | 0.5% | |
| 0.454721 | 1 | 0.5% | |
| 0.444774 | 1 | 0.5% | |
| 0.430788 | 1 | 0.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| name | MDVP:Fo(Hz) | MDVP:Fhi(Hz) | MDVP:Flo(Hz) | MDVP:Jitter(%) | MDVP:Jitter(Abs) | MDVP:RAP | MDVP:PPQ | Jitter:DDP | MDVP:Shimmer | MDVP:Shimmer(dB) | Shimmer:APQ3 | Shimmer:APQ5 | MDVP:APQ | Shimmer:DDA | NHR | HNR | status | RPDE | DFA | spread1 | spread2 | D2 | PPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | phon_R01_S01_1 | 119.992 | 157.302 | 74.997 | 0.00784 | 0.00007 | 0.00370 | 0.00554 | 0.01109 | 0.04374 | 0.426 | 0.02182 | 0.03130 | 0.02971 | 0.06545 | 0.02211 | 21.033 | 1 | 0.414783 | 0.815285 | -4.813031 | 0.266482 | 2.301442 | 0.284654 |
| 1 | phon_R01_S01_2 | 122.400 | 148.650 | 113.819 | 0.00968 | 0.00008 | 0.00465 | 0.00696 | 0.01394 | 0.06134 | 0.626 | 0.03134 | 0.04518 | 0.04368 | 0.09403 | 0.01929 | 19.085 | 1 | 0.458359 | 0.819521 | -4.075192 | 0.335590 | 2.486855 | 0.368674 |
| 2 | phon_R01_S01_3 | 116.682 | 131.111 | 111.555 | 0.01050 | 0.00009 | 0.00544 | 0.00781 | 0.01633 | 0.05233 | 0.482 | 0.02757 | 0.03858 | 0.03590 | 0.08270 | 0.01309 | 20.651 | 1 | 0.429895 | 0.825288 | -4.443179 | 0.311173 | 2.342259 | 0.332634 |
| 3 | phon_R01_S01_4 | 116.676 | 137.871 | 111.366 | 0.00997 | 0.00009 | 0.00502 | 0.00698 | 0.01505 | 0.05492 | 0.517 | 0.02924 | 0.04005 | 0.03772 | 0.08771 | 0.01353 | 20.644 | 1 | 0.434969 | 0.819235 | -4.117501 | 0.334147 | 2.405554 | 0.368975 |
| 4 | phon_R01_S01_5 | 116.014 | 141.781 | 110.655 | 0.01284 | 0.00011 | 0.00655 | 0.00908 | 0.01966 | 0.06425 | 0.584 | 0.03490 | 0.04825 | 0.04465 | 0.10470 | 0.01767 | 19.649 | 1 | 0.417356 | 0.823484 | -3.747787 | 0.234513 | 2.332180 | 0.410335 |
| 5 | phon_R01_S01_6 | 120.552 | 131.162 | 113.787 | 0.00968 | 0.00008 | 0.00463 | 0.00750 | 0.01388 | 0.04701 | 0.456 | 0.02328 | 0.03526 | 0.03243 | 0.06985 | 0.01222 | 21.378 | 1 | 0.415564 | 0.825069 | -4.242867 | 0.299111 | 2.187560 | 0.357775 |
| 6 | phon_R01_S02_1 | 120.267 | 137.244 | 114.820 | 0.00333 | 0.00003 | 0.00155 | 0.00202 | 0.00466 | 0.01608 | 0.140 | 0.00779 | 0.00937 | 0.01351 | 0.02337 | 0.00607 | 24.886 | 1 | 0.596040 | 0.764112 | -5.634322 | 0.257682 | 1.854785 | 0.211756 |
| 7 | phon_R01_S02_2 | 107.332 | 113.840 | 104.315 | 0.00290 | 0.00003 | 0.00144 | 0.00182 | 0.00431 | 0.01567 | 0.134 | 0.00829 | 0.00946 | 0.01256 | 0.02487 | 0.00344 | 26.892 | 1 | 0.637420 | 0.763262 | -6.167603 | 0.183721 | 2.064693 | 0.163755 |
| 8 | phon_R01_S02_3 | 95.730 | 132.068 | 91.754 | 0.00551 | 0.00006 | 0.00293 | 0.00332 | 0.00880 | 0.02093 | 0.191 | 0.01073 | 0.01277 | 0.01717 | 0.03218 | 0.01070 | 21.812 | 1 | 0.615551 | 0.773587 | -5.498678 | 0.327769 | 2.322511 | 0.231571 |
| 9 | phon_R01_S02_4 | 95.056 | 120.103 | 91.226 | 0.00532 | 0.00006 | 0.00268 | 0.00332 | 0.00803 | 0.02838 | 0.255 | 0.01441 | 0.01725 | 0.02444 | 0.04324 | 0.01022 | 21.862 | 1 | 0.547037 | 0.798463 | -5.011879 | 0.325996 | 2.432792 | 0.271362 |
Last rows
| name | MDVP:Fo(Hz) | MDVP:Fhi(Hz) | MDVP:Flo(Hz) | MDVP:Jitter(%) | MDVP:Jitter(Abs) | MDVP:RAP | MDVP:PPQ | Jitter:DDP | MDVP:Shimmer | MDVP:Shimmer(dB) | Shimmer:APQ3 | Shimmer:APQ5 | MDVP:APQ | Shimmer:DDA | NHR | HNR | status | RPDE | DFA | spread1 | spread2 | D2 | PPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 185 | phon_R01_S49_3 | 116.286 | 177.291 | 96.983 | 0.00314 | 0.00003 | 0.00134 | 0.00192 | 0.00403 | 0.01564 | 0.136 | 0.00667 | 0.00990 | 0.01691 | 0.02001 | 0.00737 | 24.199 | 0 | 0.598515 | 0.654331 | -5.592584 | 0.133917 | 2.058658 | 0.214346 |
| 186 | phon_R01_S49_4 | 116.556 | 592.030 | 86.228 | 0.00496 | 0.00004 | 0.00254 | 0.00263 | 0.00762 | 0.01660 | 0.154 | 0.00820 | 0.00972 | 0.01491 | 0.02460 | 0.01397 | 23.958 | 0 | 0.566424 | 0.667654 | -6.431119 | 0.153310 | 2.161936 | 0.120605 |
| 187 | phon_R01_S49_5 | 116.342 | 581.289 | 94.246 | 0.00267 | 0.00002 | 0.00115 | 0.00148 | 0.00345 | 0.01300 | 0.117 | 0.00631 | 0.00789 | 0.01144 | 0.01892 | 0.00680 | 25.023 | 0 | 0.528485 | 0.663884 | -6.359018 | 0.116636 | 2.152083 | 0.138868 |
| 188 | phon_R01_S49_6 | 114.563 | 119.167 | 86.647 | 0.00327 | 0.00003 | 0.00146 | 0.00184 | 0.00439 | 0.01185 | 0.106 | 0.00557 | 0.00721 | 0.01095 | 0.01672 | 0.00703 | 24.775 | 0 | 0.555303 | 0.659132 | -6.710219 | 0.149694 | 1.913990 | 0.121777 |
| 189 | phon_R01_S50_1 | 201.774 | 262.707 | 78.228 | 0.00694 | 0.00003 | 0.00412 | 0.00396 | 0.01235 | 0.02574 | 0.255 | 0.01454 | 0.01582 | 0.01758 | 0.04363 | 0.04441 | 19.368 | 0 | 0.508479 | 0.683761 | -6.934474 | 0.159890 | 2.316346 | 0.112838 |
| 190 | phon_R01_S50_2 | 174.188 | 230.978 | 94.261 | 0.00459 | 0.00003 | 0.00263 | 0.00259 | 0.00790 | 0.04087 | 0.405 | 0.02336 | 0.02498 | 0.02745 | 0.07008 | 0.02764 | 19.517 | 0 | 0.448439 | 0.657899 | -6.538586 | 0.121952 | 2.657476 | 0.133050 |
| 191 | phon_R01_S50_3 | 209.516 | 253.017 | 89.488 | 0.00564 | 0.00003 | 0.00331 | 0.00292 | 0.00994 | 0.02751 | 0.263 | 0.01604 | 0.01657 | 0.01879 | 0.04812 | 0.01810 | 19.147 | 0 | 0.431674 | 0.683244 | -6.195325 | 0.129303 | 2.784312 | 0.168895 |
| 192 | phon_R01_S50_4 | 174.688 | 240.005 | 74.287 | 0.01360 | 0.00008 | 0.00624 | 0.00564 | 0.01873 | 0.02308 | 0.256 | 0.01268 | 0.01365 | 0.01667 | 0.03804 | 0.10715 | 17.883 | 0 | 0.407567 | 0.655683 | -6.787197 | 0.158453 | 2.679772 | 0.131728 |
| 193 | phon_R01_S50_5 | 198.764 | 396.961 | 74.904 | 0.00740 | 0.00004 | 0.00370 | 0.00390 | 0.01109 | 0.02296 | 0.241 | 0.01265 | 0.01321 | 0.01588 | 0.03794 | 0.07223 | 19.020 | 0 | 0.451221 | 0.643956 | -6.744577 | 0.207454 | 2.138608 | 0.123306 |
| 194 | phon_R01_S50_6 | 214.289 | 260.277 | 77.973 | 0.00567 | 0.00003 | 0.00295 | 0.00317 | 0.00885 | 0.01884 | 0.190 | 0.01026 | 0.01161 | 0.01373 | 0.03078 | 0.04398 | 21.209 | 0 | 0.462803 | 0.664357 | -5.724056 | 0.190667 | 2.555477 | 0.148569 |